Properties of combinations of hierarchical watersheds
| Autor: | Deise Santana Maia, Laurent Najman, Jean Cousty, Benjamin Perret |
|---|---|
| Přispěvatelé: | Laboratoire d'Informatique Gaspard-Monge (LIGM), Centre National de la Recherche Scientifique (CNRS)-Fédération de Recherche Bézout-ESIEE Paris-École des Ponts ParisTech (ENPC)-Université Paris-Est Marne-la-Vallée (UPEM), Laboratoire des Sciences de l'Image, de l'Informatique et de la Télédétection (LSIIT), Centre National de la Recherche Scientifique (CNRS), Laboratoire d'Informatique Gaspard-Monge (ligm), Université Paris-Est Marne-la-Vallée (UPEM)-École des Ponts ParisTech (ENPC)-ESIEE Paris-Fédération de Recherche Bézout-Centre National de la Recherche Scientifique (CNRS) |
| Rok vydání: | 2019 |
| Předmět: |
hierarchical watersheds
02 engineering and technology Function (mathematics) 01 natural sciences Infimum and supremum Artificial Intelligence [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] 0103 physical sciences Signal Processing 0202 electrical engineering electronic engineering information engineering 41A05 41A10 65D05 65D17 020201 artificial intelligence & image processing Computer Vision and Pattern Recognition 010306 general physics Algorithm Software Mathematics |
| Zdroj: | Pattern Recognition Letters Pattern Recognition Letters, Elsevier, 2019, 128, pp.513-520. ⟨10.1016/j.patrec.2019.10.009⟩ |
| ISSN: | 0167-8655 |
| DOI: | 10.1016/j.patrec.2019.10.009 |
| Popis: | International audience; In [12], the authors provide an evaluation of combinations of hierarchical watersheds, showing that some combinations outperform individual hierarchical watersheds. In this article, we aim to achieve a deeper understanding of those combinations. We study which of the four combinations evaluated in [12] always result in flattened (simplified) hierarchical watersheds. Then, we provide a sufficient condition for a combination to always output flattened hierarchical watersheds, and a new combining function that outputs flattened hierarchical watersheds. We conclude that, among the combinations assessed in [12], only a particular case of combinations with infimum always result in flattened hierarchical watersheds. |
| Databáze: | OpenAIRE |
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